Trails Filtering and Scoring

Import data and drop columns we don't need

Categorize columns into numeric or character and ensure types

Find distance from user for each trail

Create general trail information dataframe

Apply required filters

Score for similarity based on optional criteria

Calculate score and append to info

Map top trails

Recommend areas

Expedition Planner